Toronto Networking Seminar
Organized by Department of
Computer Science and
Department of Electrical and Computer Engineering, University of Toronto
Privacy Vulnerabilities of
Anonymous
Mobility
Traces
David
Yau
Purdue University
Advanced Digital Sciences Center, Singapore
November
2, 11am
Room: BA 1210
Abstract
Mobility traces of people and vehicles have been
published to assist the design of mobile networks. Although the traces
are
often made anonymous by replacing the true identities of nodes by
random
identifiers, the privacy concern remains. This is because in real life,
nodes
are open to observations or they may disclose partial knowledge about
their
whereabouts. Thus third parties can learn snapshots of nodes' location
information. In this talk, I will show how an adversary, when armed
with a
small amount of the snapshot side information, can infer an extended
view of
the whereabouts of a victim node appearing in an anonymous trace. I
will
quantify the loss of privacy as a function of factors such as nodal
mobility,
the inference strategies of adversaries, and any noise that may appear
in the
trace or the side information.
Bio
David Yau obtained the B.Sc. (first class honors)
from
the Chinese University of Hong Kong and the M.S. and Ph.D. from the
University
of Texas at Austin, all in computer science. Since 1997, he has been on
the
faculty of Purdue University, West Lafayette, IN, USA, where he is now
Associate Professor of Computer Science. He is currently on leave as
Distinguished Scientist at the Advanced Digital Sciences Center in
Singapore.
David received the CAREER award from the U.S. National Science
Foundation. He
served as associate editor of IEEE/ACM Transactions on Networking
(2004--09), TPC co-chair (2010) of Int'l
Conf. Mobile Ad
Hoc and Sensor Networks (MSN), vice general chair (2006) and TPC
co-chair
(2007) of IEEE Int'l Conf. on Network Protocols (ICNP), and TPC
co-chair (2006)
and Steering Committee member (2007--2009) of IEEE Int'l Workshop on
Quality of
Service (IWQoS). His research interests are in protocol design and
implementation, network security, and wireless/sensor networks.
Host
of Talk:
Jorg Liebeherr
(jorg@comm.utoronto.ca)
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